Papers citing 'TensorNetwork: A Library for Physics and Machine Learning'

Title
tn4ml: Tensor Network Training and Customization for Machine Learning E. Puljak Sergio Sánchez Ramírez Sergi Masot-Llima Jofre Vallès-Muns Artur Garcia-Saez M. Pierini 196 2 0 18 Feb 2025
Federated Hierarchical Tensor Networks: a Collaborative Learning Quantum AI-Driven Framework for Healthcare A. Bhatia David E. Bernal Neira FedML 357 11 0 13 May 2024
Application of Quantum Tensor Networks for Protein ClassificationbioRxiv (bioRxiv), 2024 Debarshi Kundu Archisman Ghosh Srinivasan Ekambaram Jian Wang Nikolay V. Dokholyan Swaroop Ghosh 145 7 0 11 Mar 2024
Demonstration of Robust and Efficient Quantum Property Learning with Shallow Shadows Hong-Ye Hu Andi Gu Swarnadeep Majumder Hang Ren Yipei Zhang Derek S. Wang Yi-Zhuang You Zlatko K. Minev S. Yelin Alireza Seif 196 43 0 27 Feb 2024
Symbolically integrating tensor networks over various random tensors by the second version of Python RTNI Motohisa Fukuda 235 1 0 03 Sep 2023
Probabilistic Regular Tree Priors for Scientific Symbolic Reasoning Tim Schneider A. Totounferoush Wolfgang Nowak Steffen Staab 217 0 0 14 Jun 2023
The cross-sectional stock return predictions via quantum neural network and tensor networkQuantum Machine Intelligence (QMI), 2023 N. Kobayashi Yoshiyuki Suimon Koichi Miyamoto K. Mitarai AIFin 333 2 0 25 Apr 2023
Quantum Circuit Simulation by SGEMM Emulation on Tensor Cores and Automatic Precision SelectionInformation Security Conference (IS), 2023 Hiryuki Ootomo Hidetaka Manabe K. Harada Rio Yokota 67 7 0 15 Mar 2023
Tensor Networks Meet Neural Networks: A Survey and Future Perspectives Xinjian Zhao Yu Pan Zenglin Xu Xiangli Yang Guangxi Li A. Cichocki Andrzej Cichocki 573 36 0 22 Jan 2023
Quantum-inspired tensor network for Earth scienceIEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2023 Soronzonbold Otgonbaatar Dieter Kranzlmüller PINN AI4CE 162 5 0 15 Jan 2023
Identification of quantum entanglement with Siamese convolutional neural networks and semi-supervised learningPhysical Review Applied (Phys. Rev. Appl.), 2022 J. Pawłowski Mateusz Krawczyk 243 6 0 13 Oct 2022
Verifying Fairness in Quantum Machine LearningInternational Conference on Computer Aided Verification (CAV), 2022 J. Guan Wang Fang Mingsheng Ying FaML 160 12 0 22 Jul 2022
tntorch: Tensor Network Learning with PyTorchJournal of machine learning research (JMLR), 2022 Mikhail (Misha) Usvyatsov R. Ballester-Ripoll Konrad Schindler AI4CE 242 24 0 22 Jun 2022
Stack operation of tensor networksFrontiers of Physics (Front. Phys.), 2022 Tianning Zhang Tianqi Chen Erping Li Bo Yang L. Ang GNN 212 2 0 28 Mar 2022
Distributed Matrix Tiling Using A Hypergraph Labeling FormulationInternational Conference of Distributed Computing and Networking (ICDCN), 2021 Avah Banerjee Guoli Ding Maxwell Reeser 56 0 0 29 Jun 2021
Quantum-inspired event reconstruction with Tensor Networks: Matrix Product States Jack Y. Araz M. Spannowsky 252 17 0 15 Jun 2021
Variational Autoencoder Analysis of Ising Model Statistical Distributions and Phase Transitions D. Yevick DRL 184 7 0 13 Apr 2021
Tensor Network for Supervised Learning at Finite Temperature Haoxiang Lin Shuqian Ye Xi Zhu 122 1 0 09 Apr 2021
Entangled q-Convolutional Neural Nets V. Anagiannis Miranda C. N. Cheng 127 5 0 06 Mar 2021
A High-Performance Sparse Tensor Algebra Compiler in Multi-Level IR Ruiqin Tian Luanzheng Guo Jiajia Li Bin Ren Gokcen Kestor 121 19 0 09 Feb 2021
Block-term Tensor Neural NetworksNeural Networks (NN), 2020 Jinmian Ye Guangxi Li Di Chen Haiqin Yang Shandian Zhe Zenglin Xu 265 34 0 10 Oct 2020
Supervised Learning with Projected Entangled Pair StatesPhysical review B (PRB), 2020 Song Cheng Lei Wang Pan Zhang 123 59 0 12 Sep 2020
Anomaly Detection with Tensor Networks Jinhui Wang Chase Roberts G. Vidal Stefan Leichenauer 182 43 0 03 Jun 2020
Quantum-Classical Machine learning by Hybrid Tensor Networks Ding Liu Zekun Yao Quan Zhang 155 9 0 15 May 2020
Quantum-inspired Machine Learning on high-energy physics datanpj Quantum Information (npjQI), 2020 Timo Felser Marco Trenti L. Sestini A. Gianelle D. Zuliani D. Lucchesi S. Montangero AI4CE 201 62 0 28 Apr 2020
Tensor-based algorithms for image classification Stefan Klus Patrick Gelß 161 34 0 04 Oct 2019
Quantum Hamiltonian-Based Models and the Variational Quantum Thermalizer Algorithm Guillaume Verdon Jacob A. Marks Sasha Nanda Stefan Leichenauer Jack Hidary DRL 171 109 0 04 Oct 2019
TensorNetwork for Machine Learning Stavros Efthymiou Jack Hidary Stefan Leichenauer 152 72 0 07 Jun 2019
TensorNetwork on TensorFlow: A Spin Chain Application Using Tree Tensor Networks A. Milsted M. Ganahl Stefan Leichenauer Jack Hidary G. Vidal 206 17 0 03 May 2019